Classification Courses and Certifications

Packt

Clustering and Classification with Machine Learning in R

Master R for data analysis: from preprocessing to advanced machine learning algorithms. Gain practical skills in clustering, classification, and dimension reduction using real-world datasets and popular R packages.

• Coursera
• 11 hours 27 minutes
• On-Demand
• Free Online Course (Audit)

Packt

Advanced Machine Learning and Deep Learning

Master advanced machine learning and deep learning techniques, from neural networks to CNNs and RNNs. Apply knowledge through hands-on labs, covering regression, classification, and specialized topics like autoencoders and transfer learning.

• Coursera
• 7 hours 7 minutes
• On-Demand
• Free Online Course (Audit)

Packt

Intermediate Data Manipulation and Machine Learning

Explore AI fundamentals, regression analysis, model preparation, classification techniques, and advanced machine learning concepts through interactive labs and real-world applications.

• Coursera
• 13 hours 1 minute
• On-Demand
• Free Online Course (Audit)

Edureka

Machine Learning with PySpark

Master distributed machine learning using PySpark MLlib to build scalable models, process large datasets, and implement advanced algorithms for classification, regression, and clustering in a big data environment.

• Coursera
• 13 hours 7 minutes
• On-Demand
• Free Online Course (Audit)

Packt

Machine Learning: Random Forest with Python from Scratch©

Master Python and Random Forest algorithm for machine learning. Build predictive models, handle data, and optimize performance through hands-on projects and real-world applications.

• Coursera
• 10 hours 13 minutes
• On-Demand
• Free Online Course (Audit)

Corporate Finance Institute Microcredential

Practical Data Science for Data Analysts

Master Python programming and machine learning techniques for financial data analysis, from data preparation to predictive modeling using regression and classification methods.

• Coursera
• On-Demand
• Paid Course
• 5 courses

H2O.ai

DataPrep for H2O Driverless AI

Master data preparation techniques for machine learning using H2O's Driverless AI, covering tabular formats, time series analysis, and automated preprocessing for both supervised and unsupervised learning scenarios.

• Coursera
• 1 hour 9 minutes
• On-Demand
• Free Online Course (Audit)

Corporate Finance Institute

Classification - Fundamentals & Practical Applications

Master classification algorithms from logistic regression to SVM, implementing them in Excel and Python while learning to evaluate model performance and interpret results for business decision-making.

• Coursera
• 2 hours 58 minutes
• On-Demand
• Free Online Course (Audit)

Corporate Finance Institute

Data Science & Machine Learning Fundamentals

Master data science fundamentals through real-world business applications, from regression and classification to feature engineering. Gain practical insights for implementing data-driven decision making in your organization.

• Coursera
• 5 hours 45 minutes
• On-Demand
• Free Online Course (Audit)

Primary science: supporting children’s learning

11 ratings at OpenLearn

Science is a key subject area in primary education curriculum frameworks. This free course, Primary science: supporting children's learning, provides an opportunity to consider your own ...

• OpenLearn
• 8 hours
• On-Demand
• Free Certificate

Data Mining: Theories and Algorithms for Tackling Big Data | 数据挖掘：理论与算法

2 reviews

Unraveling the mysteries of Data Mining and Big Data, this course is a must-have for any budding Data Scientist. 最有趣的理论+最有用的算法=不得不学的数据科学。

• edX
• 14 weeks, 3-5 hours a week
• On-Demand
• Free Online Course (Audit)

Data Mining and Knowledge Discovery

7 ratings at edX

Learn how to discover knowledge in data via data mining.

• edX
• 8 weeks, 6-10 hours a week
• On-Demand
• Free Online Course (Audit)

Machine Learning for Everybody – Full Course

2 reviews

Comprehensive introduction to machine learning concepts and TensorFlow implementation, covering classification, regression, neural networks, and unsupervised learning techniques for beginners.

• freeCodeCamp
• 3-4 hours
• On-Demand
• Free Video

Introduction to Artificial Intelligence

30773 ratings at LinkedIn Learning

Get a simplified overview of the top tools in artificial intelligence.

• LinkedIn Learning
• 1 hour 35 minutes
• On-Demand
• Free Trial Available

Eating Disorders

Comprehensive introduction to eating disorders, covering classification, epidemiology, causes, treatment, and prevention. Features expert insights and dispels common myths for professionals and individuals.

• edX
• 5 weeks, 2-5 hours a week
• On-Demand
• Free Online Course (Audit)